Deployed 7790b333 with MkDocs version: 1.0.4

404.html

@@ -74,6 +74,10 @@
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+    <a class="" href="/tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="/tutorials/distillation_demo/">知识蒸馏</a>
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@@ -105,10 +109,6 @@
                 </li>
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-    <a class="" href="/search_space/">搜索空间</a>
-                </li>
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algo/algo/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../../tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../../tutorials/distillation_demo/">知识蒸馏</a>
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     </ul>
@@ -112,10 +116,6 @@
                 </li>
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-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
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     <a class="" href="../../table_latency/">硬件延时评估表</a>
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     </ul>

api/analysis_api/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../../tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../../tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -124,10 +128,6 @@
                 </li>
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-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
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     <a class="" href="../../table_latency/">硬件延时评估表</a>
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api/api_guide/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../../tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../../tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -112,10 +116,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
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     <a class="" href="../../table_latency/">硬件延时评估表</a>
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     </ul>

api/prune_api/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../../tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../../tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -130,10 +134,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>
@@ -501,6 +501,28 @@
 
 <p>其中，<code>weight_0</code>是卷积层参数的名称，sensitivities['weight_0']的<code>value</code>为剪裁比例，<code>value</code>为精度损失的比例。</p>
 <p>示例：</p>
+<div class="codehilite"><pre><span></span><span class="kn">from</span> <span class="nn">paddleslim.prune</span> <span class="kn">import</span> <span class="n">merge_sensitive</span>
+<span class="n">sen0</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;weight_0&quot;</span><span class="p">:</span>
+   <span class="p">{</span><span class="mf">0.1</span><span class="p">:</span> <span class="mf">0.22</span><span class="p">,</span>
+    <span class="mf">0.2</span><span class="p">:</span> <span class="mf">0.33</span>
+   <span class="p">},</span>
+ <span class="s2">&quot;weight_1&quot;</span><span class="p">:</span>
+   <span class="p">{</span><span class="mf">0.1</span><span class="p">:</span> <span class="mf">0.21</span><span class="p">,</span>
+    <span class="mf">0.2</span><span class="p">:</span> <span class="mf">0.4</span>
+   <span class="p">}</span>
+<span class="p">}</span>
+<span class="n">sen1</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;weight_0&quot;</span><span class="p">:</span>
+   <span class="p">{</span><span class="mf">0.3</span><span class="p">:</span> <span class="mf">0.41</span><span class="p">,</span>
+   <span class="p">},</span>
+ <span class="s2">&quot;weight_2&quot;</span><span class="p">:</span>
+   <span class="p">{</span><span class="mf">0.1</span><span class="p">:</span> <span class="mf">0.10</span><span class="p">,</span>
+    <span class="mf">0.2</span><span class="p">:</span> <span class="mf">0.35</span>
+   <span class="p">}</span>
+<span class="p">}</span>
+<span class="n">sensitivities</span> <span class="o">=</span> <span class="n">merge_sensitive</span><span class="p">([</span><span class="n">sen0</span><span class="p">,</span> <span class="n">sen1</span><span class="p">])</span>
+<span class="k">print</span><span class="p">(</span><span class="n">sensitivities</span><span class="p">)</span>
+</pre></div>
+
 <h2 id="load_sensitivities">load_sensitivities<a class="headerlink" href="#load_sensitivities" title="Permanent link">#</a></h2>
 <dl>
 <dt>paddleslim.prune.load_sensitivities(sensitivities_file)<a href="https://github.com/PaddlePaddle/PaddleSlim/blob/develop/paddleslim/prune/sensitive.py#L184">源代码</a></dt>
@@ -517,6 +539,24 @@
 <li><strong>sensitivities(dict)</strong> - 敏感度信息。</li>
 </ul>
 <p>示例：</p>
+<div class="codehilite"><pre><span></span><span class="kn">import</span> <span class="nn">pickle</span>
+<span class="kn">from</span> <span class="nn">paddleslim.prune</span> <span class="kn">import</span> <span class="n">load_sensitivities</span>
+<span class="n">sen</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;weight_0&quot;</span><span class="p">:</span>
+   <span class="p">{</span><span class="mf">0.1</span><span class="p">:</span> <span class="mf">0.22</span><span class="p">,</span>
+    <span class="mf">0.2</span><span class="p">:</span> <span class="mf">0.33</span>
+   <span class="p">},</span>
+ <span class="s2">&quot;weight_1&quot;</span><span class="p">:</span>
+   <span class="p">{</span><span class="mf">0.1</span><span class="p">:</span> <span class="mf">0.21</span><span class="p">,</span>
+    <span class="mf">0.2</span><span class="p">:</span> <span class="mf">0.4</span>
+   <span class="p">}</span>
+<span class="p">}</span>
+<span class="n">sensitivities_file</span> <span class="o">=</span> <span class="s2">&quot;sensitive_api_demo.data&quot;</span>
+<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">sensitivities_file</span><span class="p">,</span> <span class="s1">&#39;w&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+    <span class="n">pickle</span><span class="o">.</span><span class="n">dump</span><span class="p">(</span><span class="n">sen</span><span class="p">,</span> <span class="n">f</span><span class="p">)</span>
+<span class="n">sensitivities</span> <span class="o">=</span> <span class="n">load_sensitivities</span><span class="p">(</span><span class="n">sensitivities_file</span><span class="p">)</span>
+<span class="k">print</span><span class="p">(</span><span class="n">sensitivities</span><span class="p">)</span>
+</pre></div>
+
 <h2 id="get_ratios_by_loss">get_ratios_by_loss<a class="headerlink" href="#get_ratios_by_loss" title="Permanent link">#</a></h2>
 <dl>
 <dt>paddleslim.prune.get_ratios_by_loss(sensitivities, loss)<a href="https://github.com/PaddlePaddle/PaddleSlim/blob/develop/paddleslim/prune/sensitive.py#L206">源代码</a></dt>
@@ -537,6 +577,21 @@
 <ul>
 <li><strong>ratios(dict)</strong> - 一组剪切率。<code>key</code>是待剪裁参数的名称。<code>value</code>是对应参数的剪裁率。</li>
 </ul>
+<p>示例：</p>
+<div class="codehilite"><pre><span></span><span class="kn">from</span> <span class="nn">paddleslim.prune</span> <span class="kn">import</span> <span class="n">get_ratios_by_loss</span>
+<span class="n">sen</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;weight_0&quot;</span><span class="p">:</span>
+   <span class="p">{</span><span class="mf">0.1</span><span class="p">:</span> <span class="mf">0.22</span><span class="p">,</span>
+    <span class="mf">0.2</span><span class="p">:</span> <span class="mf">0.33</span>
+   <span class="p">},</span>
+ <span class="s2">&quot;weight_1&quot;</span><span class="p">:</span>
+   <span class="p">{</span><span class="mf">0.1</span><span class="p">:</span> <span class="mf">0.21</span><span class="p">,</span>
+    <span class="mf">0.2</span><span class="p">:</span> <span class="mf">0.4</span>
+   <span class="p">}</span>
+<span class="p">}</span>
+
+<span class="n">ratios</span> <span class="o">=</span> <span class="n">get_ratios_by_loss</span><span class="p">(</span><span class="n">sen</span><span class="p">,</span> <span class="mf">0.3</span><span class="p">)</span>
+<span class="k">print</span><span class="p">(</span><span class="n">ratios</span><span class="p">)</span>
+</pre></div>
               
             </div>
           </div>

api/quantization_api/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../../tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../../tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -130,10 +134,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>

api/single_distiller_api/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../../tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../../tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -130,10 +134,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>
@@ -258,10 +258,10 @@
 <span class="n">data_name_map</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;y&#39;</span><span class="p">:</span><span class="s1">&#39;x&#39;</span><span class="p">}</span>
 <span class="n">USE_GPU</span> <span class="o">=</span> <span class="kc">False</span>
 <span class="n">place</span> <span class="o">=</span> <span class="n">fluid</span><span class="o">.</span><span class="n">CUDAPlace</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span> <span class="k">if</span> <span class="n">USE_GPU</span> <span class="k">else</span> <span class="n">fluid</span><span class="o">.</span><span class="n">CPUPlace</span><span class="p">()</span>
-<span class="n">merge</span><span class="p">(</span><span class="n">teacher_program</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span> <span class="n">data_name_map</span><span class="p">,</span> <span class="n">place</span><span class="p">)</span>
+<span class="n">dist</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">teacher_program</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span> <span class="n">data_name_map</span><span class="p">,</span> <span class="n">place</span><span class="p">)</span>
 <span class="k">with</span> <span class="n">fluid</span><span class="o">.</span><span class="n">program_guard</span><span class="p">(</span><span class="n">student_program</span><span class="p">):</span>
 <span class="hll">    <span class="n">distillation_loss</span> <span class="o">=</span> <span class="n">dist</span><span class="o">.</span><span class="n">fsp_loss</span><span class="p">(</span><span class="s1">&#39;teacher_t1.tmp_1&#39;</span><span class="p">,</span> <span class="s1">&#39;teacher_t2.tmp_1&#39;</span><span class="p">,</span>
-</span><span class="hll">                                      <span class="s1">&#39;s1.tmp_1&#39;</span><span class="p">,</span> <span class="s1">&#39;s2.tmp_1&#39;</span><span class="p">,</span> <span class="n">main_program</span><span class="p">)</span>
+</span><span class="hll">                                      <span class="s1">&#39;s1.tmp_1&#39;</span><span class="p">,</span> <span class="s1">&#39;s2.tmp_1&#39;</span><span class="p">,</span> <span class="n">student_program</span><span class="p">)</span>
 </span></pre></div>
 
 <h2 id="l2_loss">l2_loss<a class="headerlink" href="#l2_loss" title="Permanent link">#</a></h2>
@@ -295,10 +295,10 @@
 <span class="n">data_name_map</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;y&#39;</span><span class="p">:</span><span class="s1">&#39;x&#39;</span><span class="p">}</span>
 <span class="n">USE_GPU</span> <span class="o">=</span> <span class="kc">False</span>
 <span class="n">place</span> <span class="o">=</span> <span class="n">fluid</span><span class="o">.</span><span class="n">CUDAPlace</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span> <span class="k">if</span> <span class="n">USE_GPU</span> <span class="k">else</span> <span class="n">fluid</span><span class="o">.</span><span class="n">CPUPlace</span><span class="p">()</span>
-<span class="n">merge</span><span class="p">(</span><span class="n">teacher_program</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span> <span class="n">data_name_map</span><span class="p">,</span> <span class="n">place</span><span class="p">)</span>
+<span class="n">dist</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">teacher_program</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span> <span class="n">data_name_map</span><span class="p">,</span> <span class="n">place</span><span class="p">)</span>
 <span class="k">with</span> <span class="n">fluid</span><span class="o">.</span><span class="n">program_guard</span><span class="p">(</span><span class="n">student_program</span><span class="p">):</span>
 <span class="hll">    <span class="n">distillation_loss</span> <span class="o">=</span> <span class="n">dist</span><span class="o">.</span><span class="n">l2_loss</span><span class="p">(</span><span class="s1">&#39;teacher_t2.tmp_1&#39;</span><span class="p">,</span> <span class="s1">&#39;s2.tmp_1&#39;</span><span class="p">,</span>
-</span><span class="hll">                                     <span class="n">main_program</span><span class="p">)</span>
+</span><span class="hll">                                     <span class="n">student_program</span><span class="p">)</span>
 </span></pre></div>
 
 <h2 id="soft_label_loss">soft_label_loss<a class="headerlink" href="#soft_label_loss" title="Permanent link">#</a></h2>
@@ -334,10 +334,10 @@
 <span class="n">data_name_map</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;y&#39;</span><span class="p">:</span><span class="s1">&#39;x&#39;</span><span class="p">}</span>
 <span class="n">USE_GPU</span> <span class="o">=</span> <span class="kc">False</span>
 <span class="n">place</span> <span class="o">=</span> <span class="n">fluid</span><span class="o">.</span><span class="n">CUDAPlace</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span> <span class="k">if</span> <span class="n">USE_GPU</span> <span class="k">else</span> <span class="n">fluid</span><span class="o">.</span><span class="n">CPUPlace</span><span class="p">()</span>
-<span class="n">merge</span><span class="p">(</span><span class="n">teacher_program</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span> <span class="n">data_name_map</span><span class="p">,</span> <span class="n">place</span><span class="p">)</span>
+<span class="n">dist</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">teacher_program</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span> <span class="n">data_name_map</span><span class="p">,</span> <span class="n">place</span><span class="p">)</span>
 <span class="k">with</span> <span class="n">fluid</span><span class="o">.</span><span class="n">program_guard</span><span class="p">(</span><span class="n">student_program</span><span class="p">):</span>
 <span class="hll">    <span class="n">distillation_loss</span> <span class="o">=</span> <span class="n">dist</span><span class="o">.</span><span class="n">soft_label_loss</span><span class="p">(</span><span class="s1">&#39;teacher_t2.tmp_1&#39;</span><span class="p">,</span>
-</span><span class="hll">                                             <span class="s1">&#39;s2.tmp_1&#39;</span><span class="p">,</span> <span class="n">main_program</span><span class="p">,</span> <span class="mf">1.</span><span class="p">,</span> <span class="mf">1.</span><span class="p">)</span>
+</span><span class="hll">                                             <span class="s1">&#39;s2.tmp_1&#39;</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span> <span class="mf">1.</span><span class="p">,</span> <span class="mf">1.</span><span class="p">)</span>
 </span></pre></div>
 
 <h2 id="loss">loss<a class="headerlink" href="#loss" title="Permanent link">#</a></h2>
@@ -371,14 +371,14 @@
 <span class="n">data_name_map</span> <span class="o">=</span> <span class="p">{</span><span class="s1">&#39;y&#39;</span><span class="p">:</span><span class="s1">&#39;x&#39;</span><span class="p">}</span>
 <span class="n">USE_GPU</span> <span class="o">=</span> <span class="kc">False</span>
 <span class="n">place</span> <span class="o">=</span> <span class="n">fluid</span><span class="o">.</span><span class="n">CUDAPlace</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span> <span class="k">if</span> <span class="n">USE_GPU</span> <span class="k">else</span> <span class="n">fluid</span><span class="o">.</span><span class="n">CPUPlace</span><span class="p">()</span>
-<span class="n">merge</span><span class="p">(</span><span class="n">teacher_program</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span> <span class="n">data_name_map</span><span class="p">,</span> <span class="n">place</span><span class="p">)</span>
+<span class="n">dist</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">teacher_program</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span> <span class="n">data_name_map</span><span class="p">,</span> <span class="n">place</span><span class="p">)</span>
 <span class="k">def</span> <span class="nf">adaptation_loss</span><span class="p">(</span><span class="n">t_var</span><span class="p">,</span> <span class="n">s_var</span><span class="p">):</span>
     <span class="n">teacher_channel</span> <span class="o">=</span> <span class="n">t_var</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
     <span class="n">s_hint</span> <span class="o">=</span> <span class="n">fluid</span><span class="o">.</span><span class="n">layers</span><span class="o">.</span><span class="n">conv2d</span><span class="p">(</span><span class="n">s_var</span><span class="p">,</span> <span class="n">teacher_channel</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
     <span class="n">hint_loss</span> <span class="o">=</span> <span class="n">fluid</span><span class="o">.</span><span class="n">layers</span><span class="o">.</span><span class="n">reduce_mean</span><span class="p">(</span><span class="n">fluid</span><span class="o">.</span><span class="n">layers</span><span class="o">.</span><span class="n">square</span><span class="p">(</span><span class="n">s_hint</span> <span class="o">-</span> <span class="n">t_var</span><span class="p">))</span>
     <span class="k">return</span> <span class="n">hint_loss</span>
 <span class="k">with</span> <span class="n">fluid</span><span class="o">.</span><span class="n">program_guard</span><span class="p">(</span><span class="n">student_program</span><span class="p">):</span>
-<span class="hll">    <span class="n">distillation_loss</span> <span class="o">=</span> <span class="n">dist</span><span class="o">.</span><span class="n">loss</span><span class="p">(</span><span class="n">main_program</span><span class="p">,</span> <span class="n">adaptation_loss</span><span class="p">,</span>
+<span class="hll">    <span class="n">distillation_loss</span> <span class="o">=</span> <span class="n">dist</span><span class="o">.</span><span class="n">loss</span><span class="p">(</span><span class="n">adaptation_loss</span><span class="p">,</span> <span class="n">student_program</span><span class="p">,</span>
 </span><span class="hll">            <span class="n">t_var</span><span class="o">=</span><span class="s1">&#39;teacher_t2.tmp_1&#39;</span><span class="p">,</span> <span class="n">s_var</span><span class="o">=</span><span class="s1">&#39;s2.tmp_1&#39;</span><span class="p">)</span>
 </span></pre></div>
 

index.html

@@ -99,6 +99,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -130,10 +134,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="table_latency/">硬件延时评估表</a>
                 </li>
     </ul>
@@ -290,5 +290,5 @@ python setup.py install
 
 <!--
 MkDocs version : 1.0.4
-Build Date UTC : 2020-01-17 11:22:04
+Build Date UTC : 2020-01-22 08:31:48
 -->

model_zoo/index.html

@@ -121,6 +121,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -152,10 +156,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>

search.html

@@ -74,6 +74,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="./tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="./tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -105,10 +109,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="./search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="./table_latency/">硬件延时评估表</a>
                 </li>
     </ul>

search_space/index.html

@@ -8,7 +8,7 @@
   
   
   <link rel="shortcut icon" href="../img/favicon.ico">
-  <title>搜索空间 - PaddleSlim Docs</title>
+  <title>Search space - PaddleSlim Docs</title>
   <link href='https://fonts.googleapis.com/css?family=Lato:400,700|Roboto+Slab:400,700|Inconsolata:400,700' rel='stylesheet' type='text/css'>
 
   <link rel="stylesheet" href="../css/theme.css" type="text/css" />
@@ -18,7 +18,7 @@
   
   <script>
     // Current page data
-    var mkdocs_page_name = "\u641c\u7d22\u7a7a\u95f4";
+    var mkdocs_page_name = "Search space";
     var mkdocs_page_input_path = "search_space.md";
     var mkdocs_page_url = null;
   </script>
@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -109,33 +113,6 @@
                 <li class="">
                     
     <a class="" href="../api/nas_api/">SA搜索</a>
-                </li>
-                <li class=" current">
-                    
-    <a class="current" href="./">搜索空间</a>
-    <ul class="subnav">
-            
-    <li class="toctree-l3"><a href="#_1">搜索空间简介</a></li>
-    
-
-    <li class="toctree-l3"><a href="#paddleslimnas">paddleslim.nas 提供的搜索空间</a></li>
-    
-        <ul>
-        
-            <li><a class="toctree-l4" href="#_2">根据初始模型结构构造搜索空间</a></li>
-        
-            <li><a class="toctree-l4" href="#block">根据相应模型的block构造搜索空间</a></li>
-        
-        </ul>
-    
-
-    <li class="toctree-l3"><a href="#_3">搜索空间示例</a></li>
-    
-
-    <li class="toctree-l3"><a href="#search-space">自定义搜索空间(search space)</a></li>
-    
-
-    </ul>
                 </li>
                 <li class="">
                     
@@ -170,12 +147,8 @@
     <li><a href="..">Docs</a> &raquo;</li>
     
       
-        
-          <li>API &raquo;</li>
-        
-      
     
-    <li>搜索空间</li>
+    <li>Search space</li>
     <li class="wy-breadcrumbs-aside">
       
         <a href="https://github.com/PaddlePaddle/PaddleSlim/edit/master/docs/search_space.md"
@@ -312,15 +285,6 @@
           </div>
           <footer>
   
-    <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
-      
-        <a href="../table_latency/" class="btn btn-neutral float-right" title="硬件延时评估表">Next <span class="icon icon-circle-arrow-right"></span></a>
-      
-      
-        <a href="../api/nas_api/" class="btn btn-neutral" title="SA搜索"><span class="icon icon-circle-arrow-left"></span> Previous</a>
-      
-    </div>
-  
 
   <hr/>
 
@@ -345,10 +309,6 @@
           <a href="https://github.com/PaddlePaddle/PaddleSlim/" class="fa fa-github" style="float: left; color: #fcfcfc"> GitHub</a>
       
       
-        <span><a href="../api/nas_api/" style="color: #fcfcfc;">&laquo; Previous</a></span>
-      
-      
-        <span style="margin-left: 15px"><a href="../table_latency/" style="color: #fcfcfc">Next &raquo;</a></span>
       
     </span>
 </div>

sitemap.xml

@@ -2,77 +2,77 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
-     <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <loc></loc>
+     
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
     <url>
      <loc>None</loc>
-     <lastmod>2020-01-17</lastmod>
+     <lastmod>2020-01-22</lastmod>
      <changefreq>daily</changefreq>
     </url>
 </urlset>
\ No newline at end of file

table_latency/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../tutorials/search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../tutorials/distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -109,10 +113,6 @@
                 <li class="">
                     
     <a class="" href="../api/nas_api/">SA搜索</a>
-                </li>
-                <li class="">
-                    
-    <a class="" href="../search_space/">搜索空间</a>
                 </li>
                 <li class=" current">
                     
@@ -317,7 +317,7 @@
         <a href="../algo/algo/" class="btn btn-neutral float-right" title="算法原理">Next <span class="icon icon-circle-arrow-right"></span></a>
       
       
-        <a href="../search_space/" class="btn btn-neutral" title="搜索空间"><span class="icon icon-circle-arrow-left"></span> Previous</a>
+        <a href="../api/nas_api/" class="btn btn-neutral" title="SA搜索"><span class="icon icon-circle-arrow-left"></span> Previous</a>
       
     </div>
   
@@ -345,7 +345,7 @@
           <a href="https://github.com/PaddlePaddle/PaddleSlim/" class="fa fa-github" style="float: left; color: #fcfcfc"> GitHub</a>
       
       
-        <span><a href="../search_space/" style="color: #fcfcfc;">&laquo; Previous</a></span>
+        <span><a href="../api/nas_api/" style="color: #fcfcfc;">&laquo; Previous</a></span>
       
       
         <span style="margin-left: 15px"><a href="../algo/algo/" style="color: #fcfcfc">Next &raquo;</a></span>

tutorials/demo_guide/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -112,10 +116,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>

tutorials/distillation_demo/index.html

@@ -78,6 +78,10 @@
                 <li class="">
                     
     <a class="" href="../nas_demo/">SA搜索</a>
+                </li>
+                <li class="">
+                    
+    <a class="" href="../search_space.md">搜索空间</a>
                 </li>
                 <li class=" current">
                     
@@ -135,10 +139,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>

tutorials/nas_demo/index.html

@@ -93,6 +93,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -124,10 +128,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>
@@ -180,10 +180,10 @@
                 <h1 id="_1">网络结构搜索示例<a class="headerlink" href="#_1" title="Permanent link">#</a></h1>
 <p>本示例介绍如何使用网络结构搜索接口，搜索到一个更小或者精度更高的模型，该文档仅介绍paddleslim中SANAS的使用及如何利用SANAS得到模型结构，完整示例代码请参考sa_nas_mobilenetv2.py或者block_sa_nas_mobilenetv2.py。</p>
 <h2 id="_2">接口介绍<a class="headerlink" href="#_2" title="Permanent link">#</a></h2>
-<p>请参考。</p>
+<p>请参考<a href='../api/nas_api.md'>神经网络搜索API介绍</a>。</p>
 <h3 id="1">1. 配置搜索空间<a class="headerlink" href="#1" title="Permanent link">#</a></h3>
-<p>详细的搜索空间配置可以参考<a href='../../../paddleslim/nas/nas_api.md'>神经网络搜索API文档</a>。
-<div class="codehilite"><pre><span></span><span class="n">config</span> <span class="o">=</span> <span class="p">[(</span><span class="s1">&#39;MobileNetV2Space&#39;</span><span class="p">)]</span>
+<p>详细的搜索空间配置可以参考<a href='../search_space.md'>搜索空间</a>。
+<div class="codehilite"><pre><span></span><span class="err">config = [(&#39;MobileNetV2Space&#39;)]</span>
 </pre></div></p>
 <h3 id="2-sanas">2. 利用搜索空间初始化SANAS实例<a class="headerlink" href="#2-sanas" title="Permanent link">#</a></h3>
 <div class="codehilite"><pre><span></span><span class="kn">from</span> <span class="nn">paddleslim.nas</span> <span class="kn">import</span> <span class="n">SANAS</span>

tutorials/pruning_demo/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -112,10 +116,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>

tutorials/quant_aware_demo/index.html

@@ -95,6 +95,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -126,10 +130,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>

tutorials/quant_embedding_demo/index.html

@@ -95,6 +95,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -126,10 +130,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>

tutorials/quant_post_demo/index.html

@@ -95,6 +95,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -126,10 +130,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>

tutorials/sensitivity_demo/index.html

@@ -81,6 +81,10 @@
                 </li>
                 <li class="">
                     
+    <a class="" href="../search_space.md">搜索空间</a>
+                </li>
+                <li class="">
+                    
     <a class="" href="../distillation_demo/">知识蒸馏</a>
                 </li>
     </ul>
@@ -112,10 +116,6 @@
                 </li>
                 <li class="">
                     
-    <a class="" href="../../search_space/">搜索空间</a>
-                </li>
-                <li class="">
-                    
     <a class="" href="../../table_latency/">硬件延时评估表</a>
                 </li>
     </ul>